Assessing Systematic Weaknesses of DNNs using Counterfactuals

Sujan Sai Gannamaneni, Michael Mock, Maram Akila

With the advancement of DNNs into safety-critical applications, testing approaches for such models have gained more attention. A current direction is the search for and identificat…